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Impact of Digitalization, Technological Innovation, and ICTs on Sustainability Management and Strategies

Author

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  • Gökçe Akdemir Ömür

    (Department of Business Administration, Faculty of Political Sciences, Istanbul University, Istanbul 34452, Türkiye)

  • Ahmet Erkasap

    (Department of Management Information Systems, Faculty of Economics, Administrative and Social Sciences, Istanbul Gedik University, Istanbul 34876, Türkiye)

Abstract

This study examines the impact of technological innovation, digitalization, and information and communication technologies (ICTs) on trade-related carbon emissions (TAEs) and the role of economic growth in this relationship. Using data from the 15 countries with the highest carbon emissions in the world for the period 1997–2022, analyses were conducted with Panel-Corrected Standard Errors (PCSEs), Seemingly Unrelated Regression (SUR), and Driscoll–Kraay (D-K) estimators. TAEs provide a more comprehensive environmental assessment than traditional emission calculations by taking into account the impact of international trade on carbon emissions. The findings show that technological innovation, digitalization, and ICTs use increased trade-related carbon emissions, and economic growth further strengthens this effect. These results reveal that sustainable production models and green energy policies should be emphasized more in order to minimize the environmental impacts of technological developments and economic growth. The findings of this study provide important strategic information for policymakers, environmental regulators, and international trade institutions in developing sustainable technology and trade policies to reduce carbon emissions.

Suggested Citation

  • Gökçe Akdemir Ömür & Ahmet Erkasap, 2025. "Impact of Digitalization, Technological Innovation, and ICTs on Sustainability Management and Strategies," Sustainability, MDPI, vol. 17(12), pages 1-23, June.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:12:p:5351-:d:1675622
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    as
    1. Song, Xiaoling & Yao, Yumeng & Wu, Xueke, 2023. "Digital finance, technological innovation, and carbon dioxide emissions," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 482-494.
    2. Li Chunling & Javed Ahmed Memon & Tiep Le Thanh & Minhaj Ali & Dervis Kirikkaleli, 2021. "The Impact of Public-Private Partnership Investment in Energy and Technological Innovation on Ecological Footprint: The Case of Pakistan," Sustainability, MDPI, vol. 13(18), pages 1-16, September.
    3. Hassan, Hassan & Tian, Shanwu & Safi, Adnan & Umar, Muhammad, 2024. "Climate commitments and financial moderation: A deep dive into renewable energy's influence on OECD carbon footprints," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1484-1495.
    4. Jiali Tian & Wenyan Huang & Jiachao Peng & Shuke Fu & Jinwei Wang, 2025. "How technological innovation influences carbon neutrality? The perspective of spatial spillover effect and attenuation boundary," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 68(3), pages 612-639, February.
    5. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    6. Isaac Appiah-Otoo & Alex O. Acheampong & Na Song & Xudong Chen, 2023. "The impact of information and communication technology (ICT) on carbon dioxide emissions: Evidence from heterogeneous ICT countries," Energy & Environment, , vol. 34(8), pages 3080-3102, December.
    7. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    8. Chen, Xia & Rahaman, Md Atikur & Murshed, Muntasir & Mahmood, Haider & Hossain, Md Afzal, 2023. "Causality analysis of the impacts of petroleum use, economic growth, and technological innovation on carbon emissions in Bangladesh," Energy, Elsevier, vol. 267(C).
    9. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    10. Zhou, Xiaoyong & Zhou, Dequn & Wang, Qunwei & Su, Bin, 2019. "How information and communication technology drives carbon emissions: A sector-level analysis for China," Energy Economics, Elsevier, vol. 81(C), pages 380-392.
    11. Cosimo Magazzino, 2024. "Ecological footprint, electricity consumption, and economic growth in China: geopolitical risk and natural resources governance," Empirical Economics, Springer, vol. 66(1), pages 1-25, January.
    12. Beck, Nathaniel & Katz, Jonathan N., 1995. "What To Do (and Not to Do) with Time-Series Cross-Section Data," American Political Science Review, Cambridge University Press, vol. 89(3), pages 634-647, September.
    13. Lu, Fei & Ma, Feng & Feng, Lin, 2024. "Carbon dioxide emissions and economic growth: New evidence from GDP forecasting," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
    14. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    15. Feng Yi & Ziheng Niu & Shunbin Zhong, 2025. "Does information and communication technology reduce carbon emissions in China? Evidence from the quasi-natural experiment of the “Broadband China” pilot policy," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 68(1), pages 1-27, January.
    16. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    17. Charfeddine, Lanouar & Umlai, Mohamed, 2023. "ICT sector, digitization and environmental sustainability: A systematic review of the literature from 2000 to 2022," Renewable and Sustainable Energy Reviews, Elsevier, vol. 184(C).
    18. Avom, Désiré & Nkengfack, Hilaire & Fotio, Hervé Kaffo & Totouom, Armand, 2020. "ICT and environmental quality in Sub-Saharan Africa: Effects and transmission channels," Technological Forecasting and Social Change, Elsevier, vol. 155(C).
    19. Muhammad Bilal Khan & Hummera Saleem & Malik Shahzad Shabbir & Xie Huobao, 2022. "The effects of globalization, energy consumption and economic growth on carbon dioxide emissions in South Asian countries," Energy & Environment, , vol. 33(1), pages 107-134, February.
    20. Changchun Guan & Tayyaba Rani & Zhao Yueqiang & Tahseen Ajaz & Murat Ismet Haseki, 2022. "Impact of tourism industry, globalization, and technology innovation on ecological footprints in G-10 countries," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 6688-6704, December.
    21. Wang, Qiang & Hu, Sailan & Li, Rongrong, 2024. "Could information and communication technology (ICT) reduce carbon emissions? The role of trade openness and financial development," Telecommunications Policy, Elsevier, vol. 48(3).
    22. Lee, Chien-Chiang & Yuan, Zihao & Lee, Chi-Chuan, 2023. "A nonlinear analysis of the impacts of information and communication technologies on environmental quality: A global perspective," Energy Economics, Elsevier, vol. 128(C).
    23. Qizhen Wang & Suxia Liu, 2022. "How Do FDI and Technological Innovation Affect Carbon Emission Efficiency in China?," Energies, MDPI, vol. 15(23), pages 1-16, December.
    24. Magdalena Radulescu & Ayşe Meriç Yazıcı & Ayşegül Toy & Mesut Öztırak & Mesut Dogan, 2025. "The Impact of Financial Institution Quality and Financial Stability on Trade-Adjusted Carbon Emissions: The Moderating Role of Green Innovation and Environmental Taxes," Sustainability, MDPI, vol. 17(7), pages 1-20, March.
    25. Recep Ulucak & Danish & Salah Ud‐Din Khan, 2020. "Does information and communication technology affect CO2 mitigation under the pathway of sustainable development during the mode of globalization?," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(4), pages 857-867, July.
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